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Medical Image Analysis

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Showing 626–650 of 1360 papers

TitleStatusHype
Inherently Interpretable Multi-Label Classification Using Class-Specific CounterfactualsCode0
Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation—0
Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers—0
SF2Former: Amyotrophic Lateral Sclerosis Identification From Multi-center MRI Data Using Spatial and Frequency Fusion TransformerCode2
Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMICode0
GPT4MIA: Utilizing Generative Pre-trained Transformer (GPT-3) as A Plug-and-Play Transductive Model for Medical Image Analysis—0
Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image AnalysisCode1
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images—0
Mixed-order self-paced curriculum learning for universal lesion detection—0
Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image SegmentationCode1
Improving CT Image Segmentation Accuracy Using StyleGAN Driven Data Augmentation—0
Uncertainty-Aware Multiple-Instance Learning for Reliable Classification: Application to Optical Coherence Tomography—0
Diffusion Denoising for Low-Dose-CT Model—0
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph—0
Is Autoencoder Truly Applicable for 3D CT Super-Resolution?Code0
MedSegDiff-V2: Diffusion based Medical Image Segmentation with TransformerCode3
Position Regression for Unsupervised Anomaly DetectionCode0
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset—0
Multi-Target Landmark Detection with Incomplete Images via Reinforcement Learning and Shape Prior—0
GraVIS: Grouping Augmented Views from Independent Sources for Dermatology Analysis—0
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive ReviewCode2
Deep-learning models in medical image analysis: Detection of esophagitis from the Kvasir Dataset—0
COVID-Net USPro: An Open-Source Explainable Few-Shot Deep Prototypical Network to Monitor and Detect COVID-19 Infection from Point-of-Care Ultrasound Images—0
On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal RepresentationsCode0
PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image AnalysisCode1
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